Radiant variables and aggregation

on Rstudio

setwd(paste0(getwd(),'/radiant')

penguins=penguins

AirPassengers=tibble(t=1:length(AirPassengers), y=c(AirPassengers))

library(radiant)
radiant()

see original dataset

column name, type, values aggregation quantitatives and qualitatives

fix variable type and add dummy factor variable

see prepared dataset

1 qualitative

count rows in level

1 quantitative

aggregation distribution with histgram density curve median, range with boxplot

time series

line chart

2 qualitatives

cross table and bar chart with pivot bar chart in cross table with pivot heatmap in cross table with pivot

2 quantitatives

each aggreation scatter plot

1 qualitative and 1 quantitative

specified stat and plot by each level aggregations by each level separate chart by each level combine chart with each level color median, range in each level

2 qualitatives and 1 quantitative

specified stat cross table and bar chart with pivot aggregations by level combination specified stat bar chart by level combination median, range by each qualitative level with each plot median, range by each qualitative level with one plot

1 qualitative and 2 quantitatives

each agrregations by each level scatter plot with each level color median, range by each quantitative

standardize quantitative

Radiant basic tests

compare quatitative to a constant test

black: observed, red: null hypothesis, dot: %confidence

compare quantitative variable among groups test

compare qualitative proportion to a constant test

compare qualitative proportion among groups test

goodness of fit test for 1 qualitative distribution

independecy test for 2 qualitative cross table

correlations and their siginificance test